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# promptengineering

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AI Slop in 2025: The Year the Internet Started Eating Itself
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AI Slop in 2025: The Year the Internet Started Eating Itself

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5 min read
AFK: A Laid-Back Way to Work with AI on Bigger Features
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AFK: A Laid-Back Way to Work with AI on Bigger Features

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6 min read
The Voice AI Prompt That Was Too Human (And Why Robot Instructions Worked Better)
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The Voice AI Prompt That Was Too Human (And Why Robot Instructions Worked Better)

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4 min read
Why “Ship First” Fails in AI and How High-Performing Teams Build Instead

Why “Ship First” Fails in AI and How High-Performing Teams Build Instead

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7 min read
JSON-First Prompting: Valid Structured Output (Plus a Repair Loop)

JSON-First Prompting: Valid Structured Output (Plus a Repair Loop)

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3 min read
Beyond the Prompt: Why "Evaluation Engineering" is the Final Frontier of AI Dev
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Beyond the Prompt: Why "Evaluation Engineering" is the Final Frontier of AI Dev

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3 min read
Why Prompts Are More Than Just Messages
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Why Prompts Are More Than Just Messages

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3 min read
The Art of Instruction: A Comprehensive Guide to Prompt Engineering
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The Art of Instruction: A Comprehensive Guide to Prompt Engineering

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5 min read
Technical Deep Dive: Veo 3.1 JSON Prompt Engineering
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Technical Deep Dive: Veo 3.1 JSON Prompt Engineering

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5 min read
Tudo que vocĂŞ deve saber sobre prompt-injection (Golang)
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Tudo que vocĂŞ deve saber sobre prompt-injection (Golang)

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5 min read
Choosing the Right Model: GPT vs Claude vs Local (A Practical Decision Tree)

Choosing the Right Model: GPT vs Claude vs Local (A Practical Decision Tree)

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3 min read
5 Prompt Engineering Mistakes That Are Costing You Time (And How to Fix Them)

5 Prompt Engineering Mistakes That Are Costing You Time (And How to Fix Them)

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4 min read
PromptLedger v0.2 — Labels, Status, and Better Diffs
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PromptLedger v0.2 — Labels, Status, and Better Diffs

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3 min read
We kept breaking production workflows with prompt changes — so we started treating prompts as code

We kept breaking production workflows with prompt changes — so we started treating prompts as code

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3 min read
Refactoring Agent Skills: From Context Explosion to a Fast, Reliable Workflow
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Refactoring Agent Skills: From Context Explosion to a Fast, Reliable Workflow

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5 min read
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